A hybrid modeling framework for diffusion of alternative fuel vehicles

Ehsan Shafiei; Hlynur Stefansson; Eyjolfur I. Asgeirsson; Brynhildur Davidsdottir; Marco Raberto

doi:10.1109/EnergyCon.2012.6347729

A hybrid modeling framework for diffusion of alternative fuel vehicles

Ehsan Shafiei^*, Hlynur Stefansson, Eyjolfur I. Asgeirsson, Brynhildur Davidsdottir, Marco Raberto

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

In this paper, we introduce a general framework for evaluating the transitions toward sustainable alternative fuel vehicles, which takes into account supply and demand of both vehicles and fuels in the market. The modeling approach and underlying mathematical formulations for different stakeholders are described and are then integrated in one model of the whole energy and transport system. The hybrid modeling framework integrates the top-down system-dynamics approach with the bottom-up agent-based modeling. We specify the integration process and the most important linking variables between various energy and transport components. Finally, the potential contribution of hybrid modeling approach to the models of transition to sustainable mobility will be concluded.

Original language	English
Title of host publication	2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012
Pages	1071-1076
Number of pages	6
DOIs	https://doi.org/10.1109/EnergyCon.2012.6347729
Publication status	Published - 2012
Event	2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012 - Florence, Italy Duration: 9 Sept 2012 → 12 Sept 2012

Publication series

Name	2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012

Conference

Conference	2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012
Country/Territory	Italy
City	Florence
Period	9/09/12 → 12/09/12

Other keywords

agent-based model
Alternative fuel vehicles
hybrid modeling
system-dynamics

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10.1109/EnergyCon.2012.6347729

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Shafiei, E., Stefansson, H., Asgeirsson, E. I., Davidsdottir, B., & Raberto, M. (2012). A hybrid modeling framework for diffusion of alternative fuel vehicles. In 2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012 (pp. 1071-1076). Article 6347729 (2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012). https://doi.org/10.1109/EnergyCon.2012.6347729

@inproceedings{4cfe08b28c6d42768e1c9313f992afde,

title = "A hybrid modeling framework for diffusion of alternative fuel vehicles",

abstract = "In this paper, we introduce a general framework for evaluating the transitions toward sustainable alternative fuel vehicles, which takes into account supply and demand of both vehicles and fuels in the market. The modeling approach and underlying mathematical formulations for different stakeholders are described and are then integrated in one model of the whole energy and transport system. The hybrid modeling framework integrates the top-down system-dynamics approach with the bottom-up agent-based modeling. We specify the integration process and the most important linking variables between various energy and transport components. Finally, the potential contribution of hybrid modeling approach to the models of transition to sustainable mobility will be concluded.",

keywords = "agent-based model, Alternative fuel vehicles, hybrid modeling, system-dynamics",

author = "Ehsan Shafiei and Hlynur Stefansson and Asgeirsson, {Eyjolfur I.} and Brynhildur Davidsdottir and Marco Raberto",

year = "2012",

doi = "10.1109/EnergyCon.2012.6347729",

language = "English",

isbn = "9781467314541",

series = "2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012",

pages = "1071--1076",

booktitle = "2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012",

note = "2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012 ; Conference date: 09-09-2012 Through 12-09-2012",

}

Shafiei, E, Stefansson, H , Asgeirsson, EI , Davidsdottir, B & Raberto, M 2012, A hybrid modeling framework for diffusion of alternative fuel vehicles. in 2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012., 6347729, 2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012, pp. 1071-1076, 2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012, Florence, Italy, 9/09/12. https://doi.org/10.1109/EnergyCon.2012.6347729

A hybrid modeling framework for diffusion of alternative fuel vehicles. / Shafiei, Ehsan; Stefansson, Hlynur ; Asgeirsson, Eyjolfur I. et al.
2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012. 2012. p. 1071-1076 6347729 (2012 IEEE International Energy Conference and Exhibition, ENERGYCON 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - In this paper, we introduce a general framework for evaluating the transitions toward sustainable alternative fuel vehicles, which takes into account supply and demand of both vehicles and fuels in the market. The modeling approach and underlying mathematical formulations for different stakeholders are described and are then integrated in one model of the whole energy and transport system. The hybrid modeling framework integrates the top-down system-dynamics approach with the bottom-up agent-based modeling. We specify the integration process and the most important linking variables between various energy and transport components. Finally, the potential contribution of hybrid modeling approach to the models of transition to sustainable mobility will be concluded.

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Y2 - 9 September 2012 through 12 September 2012

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A hybrid modeling framework for diffusion of alternative fuel vehicles

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